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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

12,303 documents

TradingView scripts

This strategy builds a trend line that advances in ATR-sized steps. It switches between faster and slower step sizes according to how far price has moved from the line, and changes trend direction when price crosses the line by a reversal threshold measured…

Trend followingVolatilityTechnical indicatorsRisk management
TradingView scripts

This indicator estimates a set of intraday price levels from the absolute percentage changes between recent daily opens. Users can choose an average based on five, ten, or twenty daily changes and scale it with a target multiple. The resulting estimate is…

Technical indicatorsVolatilityStatistics
TradingView scripts

This chart indicator builds a visual grid from detected price pivots and historical swings. It keeps separate pivot data for bullish and bearish moves, then uses configurable percentiles to show levels associated with the distribution of prior reversals.…

StatisticsTechnical indicatorsVolatilityBacktesting
TradingView scripts

This indicator builds a histogram of risk readings collected across a selected portion of chart history. Users can choose among absolute log-return size, ATR as a fraction of price, downside return magnitude, drawdown from a period or rolling high, a…

Risk managementVolatilityStatisticsTechnical indicators
TradingView scripts

The strategy is presented as a layered system that combines market regime, directional bias, momentum, and price structure. Its configurable components include ADX and ATR regime measures, moving averages for directional bias, RSI and MACD momentum signals,…

Trend followingTechnical indicatorsRisk managementPosition sizing
TradingView scripts

This indicator builds its own Renko price series while running on a time-based chart, then calculates RSI from changes in the synthetic brick closes. Brick size can be fixed or based on ATR, and users can choose closing prices or high-low data as the input.…

Technical indicatorsVolatilityTrend following
TradingView scripts

The strategy standardizes three inputs—rate of change, RSI, and relative volume—over a shared lookback, then combines them with configurable weights into a composite score. An EMA-like smoother adjusts its length using the ATR percentile rank: it responds…

Technical indicatorsMomentumMean reversionVolatility
TradingView scripts

This indicator defines trend direction with a moving average surrounded by bands based on exponentially smoothed absolute deviation. The average type, source price, lookback length, and deviation multiplier are configurable. A bullish state begins when the…

Trend followingTechnical indicatorsVolatilityBacktesting
TradingView scripts

This scalping strategy offers four selectable entry methods: moving-average crossovers, mean reversion from session VWAP, Heikin-Ashi direction confirmed by RSI, and short-term higher-high or lower-low structure. An efficiency-ratio filter classifies market…

Mean reversionMomentumVolatilityRisk management
TradingView scripts

This strategy combines a long-term trend filter with a compression condition and directional expansion signals. It classifies the trend using price and a faster moving average relative to a slower moving average, then defines a narrow state by the percentage…

Trend followingBreakoutVolatilityTechnical indicators
TradingView scripts

KCGmut combines a Donchian-range center-of-gravity zone with ATR-spaced outer channel bands. Its lookback is assigned according to chart timeframe, and its channel width and inner COG width are displayed as percentages of the range midpoint. Price above,…

Technical indicatorsTrend followingVolatilityBreakout
TradingView scripts

This indicator combines a custom LOWESS smoother with a volatility-adaptive Gaussian moving average. Its Gaussian calculation uses ATR and close-price standard deviation to adjust weighting, then applies LOWESS smoothing. The smoothed line’s direction,…

Technical indicatorsTrend followingBreakoutVolatility
TradingView scripts

This indicator divides the day into configurable sessions, including Asia, London, and segments of the New York day, and records session range and other price-structure observations. Its dashboard can compare average range relative to daily ATR, volume…

Technical indicatorsStatisticsVolatilityMarket microstructure
TradingView scripts

This long-only strategy enters when price makes a new high relative to either a rolling all-time-high proxy or a 52-week high calculated from weekly data. Each breakout condition can be enabled independently, and the strategy enters only when it has no open…

BreakoutTrend followingVolatilityTechnical indicators
TradingView scripts

This strategy generates directional signals when a configurable short moving average crosses a longer one. It supports simple, exponential, and smoothed moving averages. The crossover is filtered by several conditions: Bollinger Band width relative to ATR,…

Trend followingMomentumVolatilityTechnical indicators
TradingView scripts

This indicator converts rolling standard deviation estimates into candle-shaped plots. It calculates the standard deviation separately for the open, high, low, and close price series over a configurable lookback, then applies a scale factor to the resulting…

VolatilityTechnical indicatorsStatisticsEquities
TradingView scripts

This strategy uses a configurable moving average as its trend reference and places upper and lower bands at a multiple of ATR. A trend is confirmed after price remains beyond a band for the required consecutive bars, with confirmation based on either closes…

Trend followingBreakoutTechnical indicatorsVolatility
TradingView scripts

This long-only trend-following method places a stop entry at the latest qualifying Williams fractal high. A fractal is considered valid when it lies above the Alligator teeth line, calculated from a smoothed price average. The strategy also calculates the…

Trend followingBreakoutVolatilityTechnical indicators
TradingView scripts

The ATR Rope indicator filters small price fluctuations by moving a central line only when price travels beyond a threshold based on average true range. Its upper and lower channel boundaries show that threshold. The rope changes color with its direction,…

Technical indicatorsVolatilityTrend followingBreakout
TradingView scripts

This strategy defines a sideways regime by combining three filters: ADX below a ceiling, RSI inside a middle band, and Bollinger Band width below a percentage threshold. When all conditions hold and no position is open, it enters a long position as a proxy…

EquitiesOptionsMean reversionVolatility
TradingView scripts

This indicator constructs Renko-style bricks over ordinary chart candles to emphasize price movement while filtering out smaller fluctuations. Brick size can be fixed, based on average true range, scaled fractions of that measure, or set as a percentage of…

Technical indicatorsTrend followingVolatility
TradingView scripts

This indicator applies Stochastic Momentum Index calculations to Money Flow Index data, combining price-range momentum with a measure that uses price and volume. It provides separate settings for the oscillator and its signal line, including their sources,…

Technical indicatorsMomentumVolatility
TradingView scripts

The indicator measures the absolute gap between a fast and a slow moving average, using either simple or exponential averages. It plots that gap as a histogram and compares it with several thresholds: a percentage of average true range, a moving average of…

Technical indicatorsTrend followingBreakoutVolatility
TradingView scripts

This script measures the gap between price relative to the latest confirmed pivot high and pivot low. It offers three signal modes: breakout from a squeeze, a moving average crossing zero, or a fast moving average crossing a slow one. Squeeze and breakout…

Technical indicatorsBreakoutVolatilityRisk management